{"id":"W4415377587","doi":"10.3390/siuj6050062","title":"Renal Decompression for Malignant Ureteric Obstruction: A Tertiary Hospital Cohort Analysis","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Percutaneous nephrostomy; Ureteric stent; Retrospective cohort study; Renal function; Complication; Nephrostomy; Cohort; Stent","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002707959,0.0001675549,0.0003276761,0.0003861571,0.000350779,0.00009740067,0.0002718624,0.0001305241,0.0003890377],"category_scores_gemma":[0.0002675531,0.0001333743,0.0005989998,0.0003510835,0.00007479495,0.0001393424,0.00008283261,0.0004133946,0.000004484777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870223,"about_ca_system_score_gemma":0.0001693583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005878009,"about_ca_topic_score_gemma":0.000002551794,"domain_scores_codex":[0.9985797,0.00004939453,0.00050667,0.0003130517,0.0003030471,0.0002481541],"domain_scores_gemma":[0.9987046,0.0001863849,0.000260074,0.0002249427,0.0005142931,0.000109695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006680665,0.0004908762,0.9195238,0.00005922921,0.007683828,0.00004193161,0.000150455,0.0006656068,0.005203731,0.004047402,0.04537489,0.01609013],"study_design_scores_gemma":[0.001696858,0.0003279832,0.9531548,0.00007922985,0.001822821,0.0002776184,0.0001144513,0.008563779,0.00055574,0.01413008,0.01908805,0.0001885818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8567376,0.001009925,0.1144914,0.02075117,0.001499971,0.0007282879,0.0000507672,0.0001088905,0.004622033],"genre_scores_gemma":[0.9885699,0.0001418482,0.005082848,0.002043713,0.0004843241,0.0001366931,0.00014537,0.00001015396,0.003385161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1318323,"threshold_uncertainty_score":0.5438846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830930519490604,"score_gpt":0.3308239792066474,"score_spread":0.3125146740117414,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}